
cmenet
 Referenced in 7 articles
[sw21048]
 improved performance of cmenet over existing selection methods, such as the LASSO and SparseNet. Applied ... wing shape, cmenet not only provides improved predictive performance over existing techniques, but also reveals...

lpc
 Referenced in 5 articles
[sw11217]
 Lassoed Principal Components (LPC), that builds upon existing methods and can provide a sizable improvement...

GraphLab
 Referenced in 22 articles
[sw12830]
 patterns in ML, we developed GraphLab, which improves upon abstractions like MapReduce by compactly expressing ... belief propagation, Gibbs sampling, CoEM, Lasso and Compressed Sensing. We show that using GraphLab...

stabs
 Referenced in 1 article
[sw23494]
 highdimensional variable selection procedures such as Lasso or boosting. Both, standard stability selection (Meinshausen ... /j.14679868.2010.00740.x>) and complementary pairs stability selection with improved error bounds (Shah & Samworth...

RuleFit
 Referenced in 1 article
[sw20934]
 analytics and some additional options. A principal improvement is the use of glmnet (Friedman, Hastie ... sprectum of elastic net procedures from the lasso to ridge regression, thereby allowing the user...

GPSR
 Referenced in 1 article
[sw14968]
 Least Absolute Shrinkage and Selection Operator (LASSO), waveletbased deconvolution, and Compressed Sensing are just ... step based on the conjugategradient algorithm improves the results further...

CSDP
 Referenced in 197 articles
[sw00169]
 CSDP, A C Library for Semidefinite Programming. This...

LSQR
 Referenced in 358 articles
[sw00530]
 Algorithm 583: LSQR: Sparse Linear Equations and Least...

MapReduce
 Referenced in 250 articles
[sw00546]
 MapReduce is a new parallel programming model initially...

Matlab
 Referenced in 12074 articles
[sw00558]
 MATLAB® is a highlevel language and interactive...

R
 Referenced in 8359 articles
[sw00771]
 R is a language and environment for statistical...

OSCAR
 Referenced in 46 articles
[sw03026]
 Simultaneous regression shrinkage, variable selection, and supervised clustering...

AMPL
 Referenced in 583 articles
[sw04001]
 AMPL is a comprehensive and powerful algebraic modeling...

SeDuMi
 Referenced in 1175 articles
[sw04002]
 SeDuMi is a Matlab toolbox for solving optimization...

SDPT3
 Referenced in 609 articles
[sw04009]
 This software is designed to solve conic programming...

UCIml
 Referenced in 3041 articles
[sw04074]
 UC Irvine Machine Learning Repository. We currently maintain...

CPLEX
 Referenced in 2551 articles
[sw04082]
 IBM® ILOG® CPLEX® offers C, C++, Java, .NET...

CRAN
 Referenced in 456 articles
[sw04351]
 R is ‘GNU S’, a freely available language...

LSODE
 Referenced in 128 articles
[sw04374]
 LSODE (Livermore Solver for Ordinary Differential Equations) solves...

forecast
 Referenced in 106 articles
[sw04505]
 R package forecast: Forecasting functions for time series...